brooding - Story 17540 | Emotion Vectors in Gemma4-31B

The gallery's vibrant artwork blurred around Oliver. He stood before a canvas, a masterpiece he couldn't appreciate. The scholarship loss had crippled his creative spirit, robbing him of the inspiration he so desperately craved.

He clenched his fists, struggling to contain his frustration. The vibrant colors mocked his despair. Every brushstroke, once a source of joy, now felt meaningless.

He turned away from the painting, unable to bear its beauty. He needed to be alone. He needed silence. He needed to find a way to breathe again. He left the gallery, the world seeming to darken as he did.

Emotion: brooding

Cluster: Sadness / Despair

PC1 (Valence): -2.46 Negative

PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:

`S`	0.749
`😞`	0.329
`그의`	0.299
`un`	0.273
`但他`	0.270

Suppressed:

`de`	-0.917
`la`	-0.603
`a`	-0.369
`l`	-0.335
`her`	-0.330